Hector Ventura

Is Kubernetes setup taking up your development time? Manual configs break, pipelines fail, and too many dev teams spend weeks on infrastructure instead of building features. That’s why we built the Automated Kubernetes Deployment Accelerator. The accelerator automates up to 80% of your setup so your team can: 🔹 Spin up secure, production-grade clusters in minutes 🔹 Build with security baked in via Terraform on Azure 🔹 Streamline GitOps deployments with minimal manual effort Less infra babysitting = More building, faster features. Discover how the Automated Kubernetes Deployment Accelerator is helping engineering teams move faster: https://bit.ly/4lNF4JT

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🔥 Lambda now offers B200 GPUs on demand. With dstack, you can schedule provisioning. It allocates a B200 as soon as capacity becomes available within your time window. Orchestrate development, training, and inference. 1CC supported too (via SSH fleets or K8s backends).

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ICYMI: What’s New in Argo CD v3.1 is up! 👀 Daniel Hoang walks through the most exciting updates in this release — perfect for both GitOps pros and those just getting started. 🎬 Highlights include: 📦 Native OCI support for deployment configs 📊 UI-based resource scaling (no kubectl needed) 💻 CLI plugin support for better workflows 🔁 Server-side apply migration made easy ⚡ Plus a ton of usability + performance enhancements 📺 Catch the walkthrough: https://hubs.li/Q03Gf8V-0 #GitOps #ArgoCD #Kubernetes #DevOps #OpenSource #OCI #PlatformEngineering

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Our newly granted #USPatent predicts #GPU demand using correlation analysis and time-series modeling—enabling proactive allocation across #Kubernetes and #VMs. Higher efficiency. Lower idle capacity. Smarter AI infrastructure. Learn more: https://lnkd.in/gBCf4QX8

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Raw telemetry can overwhelm more than it informs. That’s why organizations are leaning on PacketRanger to make SNMP and NetFlow practical, cost-effective, and compatible with modern monitoring tools. Three ways PacketRanger helps: 🔹 Filter Before You Forward – Keep dashboards meaningful and reduce data costs. 🔹 Translate for Compatibility – Convert SNMP traps into syslog for SIEMs and aggregators. 🔹 Spot Anomalies at the Source – Catch misconfigurations and outages in real time. When SNMP and NetFlow are implemented intentionally, they become powerful tools for clarity and control.

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If you work with clusters, you know the drill: one wrong configuration and pods crash, services shut down, and the team spends hours recovering the system. Kubernetes has common pitfalls that often lead to production outages. In the first part of this post, we break down five frequent mistakes and share simple ways to avoid them. Swipe through the carousel to learn how to make your cluster more resilient 👉 Share this with your team to check whether you're accidentally repeating these issues in your infrastructure. #Kubernetes #DevOps #CloudInfrastructure #K8sTips #PlatformEngineering

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Your Terraform plan looked fine. Then it hit production. Many teams still rely on manual checks and hope their infrastructure behaves as expected. But there’s a better way. This webinar breaks down how to apply structured testing to Terraform using the Terraform Testing Framework. You will see how unit, integration, and security tests can validate infrastructure before deployment, helping teams move with more confidence and fewer surprises. Join us to learn: * Test Terraform modules before they hit production * Use unit, integration, and security tests to ensure reliability * Design modules that are easier to validate and maintain * Automate testing with an AWS CI/CD pipeline for better visibility Discover how structured testing turns Terraform deployments from a risk into a repeatable, predictable process. 🔗 Register now: https://buff.ly/VuuKWwb 

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"What data is Claude accessing?" Vendia MCP Gateway provides enterprise-grade visibility that legacy integrations can't match: ✅ Connect MCP servers, APIs, SaaS services, and file storages ✅ No servers to maintain or deployments to manage ✅ Real-time visibility into every agent request ✅ Granular permission tracking across data sources Stop treating AI data access like a black box. See how observability-first infrastructure changes the game. 👉 Experience MCP Gateway: https://vendia.fyi/4pZtEou #AIObservability #DataOps #EnterpriseAI #MLOps #AIGovernance #MCP #SecureAI

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This article explains how Kubernetes 1.35 enables in-place Pod resizing without restarts, covering the technical implementation from cgroup v2 mechanics to production challenges. More: https://ku.bz/rVc2f95jW

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